Abstract
We give a characterization of Gaussian chaos laws on Banach function spaces which do not contain ℓ n∞ 's uniformly. The result is applied to describe the convergence in law of U-processes with sample paths in certain Banach function spaces.
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REFERENCES
M. A. Arcones, Limits of Canonical U-processes and B-valued U-statistics, J. Theoret. Probab., 7, 339–349 (1994).
M. A. Arcones and E. Gine, On decoupling, series expansions, and tail behavior of chaos processes, J. Theoret. Probab., 6, 101–122 (1993).
C. Borell, On polynomial chaos and integrability, Probab. Math. Statist., 3, 191–203 (1984).
A. V. Bukhvalov, V. B. Korotkov, A. G. Kusraev, S. S. Kutateladze, and B. M. Makarov, Vector Lattices and Integral Operators [in Russian], Nauka, Novosibirsk (1992).
Z. G. Gorgadze, V. I. Tarieladze, and S. A. Cobanjan, Gaussian covariances in Banach sublattices of the space L 0(T, Σ, v) [in Russian], Dokl. Akad. Nauk SSSR, 241, 528–531 (1978); Engl. transl. in Soviet Math. Dokl., 19, 885–888 (1978)).
J. L. Krivine, Sous-espaces de dimension finie des espaces de Banach reticules, Ann. of Math., 104, 1–29 (1976).
M. Ledoux and M. Talagrand, Probability in Banach Spaces. Isoperimetry and Processes, Springer, New York (1991).
S. Kwapien and W. A. Woyczynski, Random Series and Stochastic Integrals: Single and Multiple, Boston, Birkhauser (1992).
B. Maurey and G. Pisier, Series de variables aleatoires vectorielles independantes et proprietes geometriques des espaces de Banach, Studia Math., 58, 45–90 (1976).
R. Norvaisa, Multiple Wiener-Ito integral processes with sample paths in Banach function spaces, in: Hoffmann-Jorgensen, Kuelbs, Marcus (Eds.), Probability in Banach Spaces, 9, Birkhauser, Boston (1994), 318–340.
G. Pisier and J. Zinn, On the limit theorems for random variables with values in the spaces L p (2 ⩽ p < ∞), Z. Wahrsch. verw. Geb., 41, 289–304 (1978).
M. Rubin and R. Vitale, Asymptotic distribution of symmetric statistics, Ann. Statist., 8, 165–170 (1980).
H.-U. Schwarz, Banach lattices and operators, Teubner-Texte zur Math., 71, BSB B.G. Teubner Verlagsgesellschaft, Leipzig (1984).
N. N. Vahania, V. I. Tarieladze, and S. A. Chobanyan, Probability Distributions on Banach Spaces, Math. Appl., Reidel, Dordrecht (1987).
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Published in Lietuvos Matematikos Rinkinys, Vol. 45, No. 4, pp. 553–566, October–December, 2005.
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Norvaisa, R. Gaussian Chaos Laws on Banach Function Spaces. Lith Math J 45, 447–457 (2005). https://doi.org/10.1007/s10986-006-0007-1
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DOI: https://doi.org/10.1007/s10986-006-0007-1